{"id":"W4392704614","doi":"10.29363/nanoge.matsus.2024.462","title":"Self-Healing, Stretchable and Recyclable Electronics","year":2023,"lang":"en","type":"article","venue":"","topic":"Green IT and Sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Electronics; Self-healing; Computer science; Engineering; Electrical engineering; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001510994,0.00006649288,0.0000761547,0.00004196503,0.00004190807,0.00002124924,0.00004268545,0.000047891,0.00006672858],"category_scores_gemma":[0.000008374593,0.00006401697,0.00001448674,0.0002187039,0.000007421799,0.0000627607,0.00002141857,0.00008739074,0.00005416795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000570454,"about_ca_system_score_gemma":0.00001789543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002908662,"about_ca_topic_score_gemma":0.00006689011,"domain_scores_codex":[0.999474,0.00000661768,0.00007854773,0.00009699276,0.00005642706,0.0002874164],"domain_scores_gemma":[0.9997793,0.00002359101,0.000003774277,0.0001234038,0.00001855138,0.00005139296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005555071,0.0002392313,0.2547096,0.007336911,0.0007230842,0.0001597697,0.01135512,0.06939282,0.005045715,0.1294605,0.3601987,0.1613229],"study_design_scores_gemma":[0.0003128082,0.000057972,0.003603879,0.000005163594,0.00001295468,0.000003964359,0.0007769132,0.679909,0.0017839,0.01415029,0.2990941,0.0002891432],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9684079,0.0005417283,0.0002716465,0.000143742,0.00008626292,0.0001149038,0.000001161805,0.001967268,0.02846533],"genre_scores_gemma":[0.9950848,0.000547179,0.0008677585,0.00001798502,0.00002950318,0.00001011857,0.000004931842,0.00001964836,0.003418027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6105161,"threshold_uncertainty_score":0.2610536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004790009251948908,"score_gpt":0.1981332840887438,"score_spread":0.1933432748367948,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}